Insight AI
INSIGHT AI

Community

What we're building

Insight AI is a community of builders. Explore the projects our members are working on this semester.

3 projects

Early — growing fast

C1IN PROGRESS

Autonomous penetration testing agent

KIRA

An autonomous pentest agent built in Python, implementing a full pentest lifecycle — Recon, Enumeration, Vulnerability Scanning, Exploitation, Privilege Escalation, and Reporting. Driven by an LLM-powered Observe → Think → Act loop running on Gemma 3 4B via Ollama, with a custom terminal UI.

PythonLLM AgentsOllama / Gemma 3Terminal UI
GitHub
C2COMPLETE

Fast, frictionless file-sharing web app

CloudClip

A fast, frictionless file-sharing web application. Drop your files, receive a secure 6-digit code, and instantly download them on any other device. Features instant sharing with auto-generated codes, self-destructing clips for privacy, and drag-and-drop uploads. No accounts, no passwords, no hassle.

Next.jsReactSupabaseTailwind CSS
Website
C3IN PROGRESS

Predictive Traffic Stabilization

HEIMDALL

AI-powered traffic stabilization system using computer vision and nonlinear dynamics to predict and prevent congestion. Combines real-time traffic monitoring with predictive models to optimize traffic flow and reduce congestion before it occurs.

Author

PythonComputer VisionAI/MLTraffic Simulation
GitHub